Attention Insight
"Don't build another generic heatmap toolâbuild 'Attention Insight for Real Estate' where listing photos live or die by first impressions."
"To weaponize data against subjective client opinions ('prove they're wrong') and reduce revision cycles."
All-positive reviews suggest selection bias. Actual churn drivers are hidden. Validate with 1-on-1 interviews of churned users before building.
The 4-Dimension Scorecard
$52K revenue confirms commercial validation. Enough to prove market need but not enough to saturate.
All reviews are positive but lack critical feedbackâsuggests early adopters or incentivized reviews. No 1-3 star reviews means unknown weaknesses.
Visual analysis AI has predictable compute costs. No 'unlimited' red flags. Value is in proprietary algorithms.
Competes with expensive enterprise tools (Hotjar, Crazy Egg) but targets designers needing pre-launch validationâunique wedge.
The Opportunity Radar
Deep Review Mining & Gap Analysis
Pain & Gaps
"Multiple reviews mention manually checking competitor pagesâwant automated tracking"
"Users constantly mention 'convincing clients'âneed exportable reports with plain-English insights"
Niche Discovery
"Multiple reviews mention 'clients' and 'convincing'âclearly serving solopreneurs/agencies"
"Specific mention of 'data-driven marketing decisions' and 'landing page optimization'"
Marketing Angle
The 'Client Whisperer'âtransforms subjective design debates into data-backed decisions in 60 seconds.
Use this angle to position your product against the generic competitors. Focus on the specific pain points identified in the "Pain & Gaps" module.
The "Buggy Clone" Syndrome
- Unknownâno negative reviews. Likely gap: Niche-specific insights (e.g., 'works for SaaS but not e-commerce hero sections').
Sniper Verdict
"Listen to the hate. Build the cure. Steal the revenue."
The Battle Plan
"Attention Insight validates designs pre-launch, but lacks vertical-specific insights and client-facing reporting. Build a clone that speaks directly to conversion-focused niches (real estate, SaaS, e-commerce) with pre-built templates for their common page types."
MVP Build
- Niche templates (Real Estate listing page, SaaS pricing page, e-commerce product page) with benchmark scores
- One-click client report generator with 'Here's what to fix first' prioritized list
- Competitor comparison mode ('Your design scores 20% higher on attention than [Competitor]')
MVP Drop
- Advanced AI model training (use existing open-source attention prediction models)
- Real-time collaboration (distractionâsolve client communication first)
